Notes on engineering leadership, team building, and technology. A senior operator thinking out loud.
Your team isn't just carrying tech debt. it's carrying context debt — and that one is harder to pay back
Everyone talks about tech debt. Context debt — the loss of institutional knowledge about why your system is the way it is — is harder to see, harder to measure, and far more expensive to recover from. And AI-assisted development is accelerating it in ways most teams haven't noticed yet.
Measuring eNPS on your engineering team (and using AI to actually make sense of it)
Employee Net Promoter Score is one of the simplest, most useful tools for measuring team health. Here's how to run it for engineering teams, how AI can turn open-ended responses into something actionable, and an open-source AI agent skill that automates the whole workflow.